基于.NET的多模态监测数据处理平台设计与实现OA

Aiming at the urgent need for multimodal data processing,real-time analysis and visual display in the engineering monitoring field,this paper designs and implements a multimodal monitoring data processing platform based on.NET.The platform adopts a hierarchical architecture design and integrates advanced technologies such as FFT frequency domain analysis,OpenCV image processing,LiveCharts data visualization and Cesium 3D geographical information display,realizing soil temperature and humidity,settlement,horizontal displacement,cracks,deep displacement,vibration,water level,precipitation,wind speed and direction,environmental temperature and humidity,pH value,inclination angle,pressure,and suspended particulate matter.The platform provides a complete technical solution for industry monitoring through innovative video displacement analysis algorithms,high-performance time series chart drawing technology and intelligent 3D geographical information display system.Experimental results show that the platform can effectively process large-scale monitoring data,provide real-time early warning and intuitive data display,and achieve good results in practical applications such as building monitoring and geological disaster monitoring.